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Citation for this paper:

Ahmad, B., Alghanmi, M., Alsaedi, A., Srivastava, H.M. & Ntouyas, S.K. (2019). The

Langevin Equation in Terms of Generalized Liouville–Caputo Derivatives with

Nonlocal Boundary Conditions Involving a Generalized Fractional Integral.

Mathematics, 7(6), 533.

http://dx.doi.org/10.3390/math7060533

UVicSPACE: Research & Learning Repository

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The Langevin Equation in Terms of Generalized Liouville–Caputo Derivatives with

Nonlocal Boundary Conditions Involving a Generalized Fractional Integral

Bashir Ahmad, Madeaha Alghanmi, Ahmed Alsaedi and Hari M. Srivastava and

Sotiris K. Ntouyas

June 2019

© 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open

access article distributed under the terms and conditions of the Creative Commons

Attribution (CC BY) license (

http://creativecommons.org/licenses/by/4.0/

).

This article was originally published at:

http://dx.doi.org/10.3390/math7060533

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mathematics

Article

The Langevin Equation in Terms of Generalized

Liouville–Caputo Derivatives with Nonlocal

Boundary Conditions Involving a Generalized

Fractional Integral

Bashir Ahmad1 , Madeaha Alghanmi1, Ahmed Alsaedi1and Hari M. Srivastava2,3,* and Sotiris K. Ntouyas1,4

1 Nonlinear Analysis and Applied Mathematics (NAAM)-Research Group, Department of Mathematics, Faculty of Science, King Abdulaziz University, P.O. Box 80203, Jeddah 21589, Saudi Arabia;

bashirahmad−qau@yahoo.com (B.A.); madeaha@hotmail.com (M.A.); aalsaedi@hotmail.com (A.A.); sntouyas@uoi.gr (S.K.N.)

2 Department of Mathematics and Statistics, University of Victoria, Victoria, BC V8W 3R4, Canada 3 Department of Medical Research, China Medical University Hospital, China Medical University,

Taichung 40402, Taiwan

4 Department of Mathematics, University of Ioannina, 451 10 Ioannina, Greece

* Correspondence: harimsri@math.uvic.ca

Received: 25 April 2019; Accepted: 6 June 2019; Published: 11 June 2019





Abstract:In this paper, we establish sufficient conditions for the existence of solutions for a nonlinear Langevin equation based on Liouville-Caputo-type generalized fractional differential operators of different orders, supplemented with nonlocal boundary conditions involving a generalized integral operator. The modern techniques of functional analysis are employed to obtain the desired results. The paper concludes with illustrative examples.

Keywords: Langevin equation; generalized fractional integral; generalized Liouville–Caputo derivative; nonlocal boundary conditions; existence; fixed point

1. Introduction

The topic of fractional calculus has emerged as an interesting area of investigation in view of its widespread applications in social sciences, engineering and technical sciences. Mathematical models based on fractional order differential and integral operators are considered to be more realistic and practical than their integer-order counterparts as such models can reveal the history of the ongoing phenomena in systems and processes. This branch of mathematical analysis is now very developed and covers a wide range of interesting results, for instance [1–7].

The Langevin equation is an effective tool of mathematical physics, which can describe processes like anomalous diffusion in a descent manner. Examples of such processes include price index fluctuations [8], harmonic oscillators [9], etc. A generic Langevin equation for noise sources with correlations also plays a central role in the theory of critical dynamics [10]. The nature of the quantum noise can be understood better by means of a generalized Langevin equation [11]. The role of the Langevin equation in fractional systems, such as fractional reaction-diffusion systems [12,13], is very rich and beautiful. The fractional analogue (also known as the stochastic differential equation) of the usual Langevin equation is suggested for systems in which the separation between microscopic and macroscopic time scales is not observed; for example, see [8]. In [14], the author investigated moments, variances, position and velocity correlation for a Riemann-Liouville-type fractional Langevin equation

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in time and compared the results obtained with the ones derived for the same generalized Langevin equation involving the Liouville-Caputo fractional derivative. Some recent results on the Langevin equation with different boundary conditions can be found in the papers [15–20] and the references cited therein.

Motivated by the aforementioned work on the Langevin equation and its variants, in this paper, we introduce and study a new form of Langevin equation involving generalized Liouville-Caputo derivatives of different orders and solve it with nonlocal generalized fractional integral boundary conditions. In precise terms, we investigate the problem:

   ρ cDa+α (ρcDa+β +λ)x(t) = f(t, x(t)), t∈J := [a, T], λ∈ R, x(a) =0, x(η) =0, x(T) =µρIγa+x(ξ), a<η<ξ<T, (1)

whereρcDαa+,ρcDβa+denote the Liouville–Caputo-type generalized fractional differential operators of

order 1<α≤2, 0<β<1, ρ>0, respectively,ρIa+γ is the generalized fractional integral operator of

order γ>0 and ρ>0, and f :[a, T] × R → Ris a given continuous function.

Here, we emphasize that the present work may have useful applications in fractional quantum mechanics and fractional statistical mechanics, in relation to further generalization of the Feynman and Weiner path integrals [21].

We compose the rest of the article as follows. Section2contains the basic concepts of generalized fractional calculus and an auxiliary lemma dealing with the linear variant of the given problem. In Section3, we present the main results and illustrative examples.

2. Preliminaries

Definition 1([22]). The generalized left-sided fractional integral of order β>0 and ρ>0 of g∈Xcp(a, b)for

−∞<a<t<b<∞, is defined by: (ρIβ a+g)(t) = ρ1−β Γ(β) Z t a sρ−1 (tρsρ)1−βg(s)ds, (2)

where Xcp(a, b)denotes the space of all complex-valued Lebesgue measurable functions φ on(a, b)equipped with

the norm: kφkXp c = Z b a |x c φ(x)|pdx x 1/p <∞, c∈ R, 1≤ p≤∞.

Similarly, the right-sided fractional integralρIβ

b−g is defined by: (ρIβ b−g)(t) = ρ1−α Γ(β) Z b t sρ−1 (sρtρ)1−βg(s)ds. (3)

Definition 2([23]). For β> 0, n = [β] +1, ρ> 0 and 0 ≤ a< x < b < ∞, we define the generalized

fractional derivatives in terms of the generalized fractional integrals (2) and (3) as:

(ρDβ a+g)(t) =  t1−ρ d dt n (ρIn−β a+ g)(t) = ρ β−n+1 Γ(n−β)  t1−ρ d dt nZ t a sρ−1 (tρsρ)β−n+1g(s)ds, (4) and: (ρDβ b−g)(t) =  −t1−ρd dt n (ρIn−β b− g)(t)

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Mathematics 2019, 7, 533 3 of 10 = ρ β−n+1 Γ(n−β)  −t1−ρd dt nZ b t sρ−1 (sρtρ)β−n+1g(s)ds, (5)

if the integrals in the above expressions exist.

Definition 3([24]). For β > 0, n = [β] +1 and g ∈ ACδn[a, b], the Liouville–Caputo-type generalized

fractional derivativesρcDβa+g and

ρ

cDb−β g are respectively defined via (4) and (5) as follows:

ρ cDa+β g(x) =ρDβa+ h g(t) − n−1

k=0 δkg(a) k! tρ−aρ ρ ki (x), δ=x1−ρ d dx, (6) ρ cDb−β g(x) =ρDb−β h g(t) − n−1

k=0 (−1)kδkg(b) k! bρ−tρ ρ ki (x), δ=x1−ρ d dx, (7) where ACδn[a, b]denotes the class of all absolutely-continuous functions g possessing δn−1-derivative(δn−1g∈

AC([a, b],R)), equipped with the normkgkACn

δ =∑ n−1

k=0kδkgkC.

Remark 1([24]). For α≥0 and g∈ ACnδ[a, b], the left and right generalized Liouville–Caputo derivatives of g are respectively defined by the expressions:

ρ cDa+β g(t) = 1 Γ(n−β) Z t a tρ−sρ ρ n−β−1(δng)(s)ds s1−ρ , (8) ρ cDβb−g(t) = 1 Γ(n−β) Z b t sρ−tρ ρ n−α−1(−1)n(δng)(s)ds s1−ρ . (9)

Lemma 1([24]). Let g∈ACδn[a, b]or Cδn[a, b]and β∈ R. Then:

ρIβ a+ ρ cDβa+g(x) =g(x) − n−1

k=0 (δkg)(a) k! xρ−aρ ρ k , ρIβ b− ρ cDb−β g(x) =g(x) − n−1

k=0 (−1)k(δkg)(a) k! bρ−xρ ρ k .

In particular, for 0<β≤1, we have:

ρIβ a+ ρ cDβa+g(x) =g(x) −g(a), ρI β b− ρ cDbβ−g(x) =g(x) −g(b).

Definition 4. A function x∈C([a, T],R)is called a solution of (1) if x satisfies the equationρcDαa+(

ρ

cDa+β +

λ)x(t) = f(t, x(t))on[a, T], and the conditions x(a) =0, x(η) =0, x(T) =µρIa+γ x(ξ).

In the next lemma, we solve the linear variant of Problem (1).

Lemma 2. Let h∈C([a, T],R), x∈ AC3δ(J)and:

Ω=h(T ρaρ)β(Tρηρ) ρβ+1Γ(β+2) −µ(ξρ−aρ)β+γ[(β+1)(ξρηρ) −γ(ηρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) i 6=0. (10)

Then, the unique solution of linear problem:    ρ cDαa+(ρcDa+β +λ)x(t) =h(t), t∈ J := [a, T], x(a) =0, x(η) =0, x(T) =µρIa+γ x(ξ), a<η<ξ<T, (11)

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is given by: x(t) = ρIα+β a+ h(t) −λρI β a+x(t) + (tρaρ)β(ηρtρ) ρβ+1Γ(β+2)Ω n ρIα+β a+ h(T) −λρI β a+x(T) −µρIa+α+β+γh(ξ) +µλρIa+β+γx(ξ) o − (tρ−aρ)β Ω(ηρ−aρ)β (Tρ−aρ)β(Tρ−tρ) ρβ+1Γ(β+2) −µ(ξρ−aρ)β+γ[(β+1)(ξρ−tρ) −γ(tρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) n ρIα+β a+ h(η) −λρI β a+x(η) o . (12) Proof. ApplyingρIα

a+on the fractional differential equation in (11) and using Lemma1yield:

(ρcDa+β +λ)x(t) =ρIa+α h(t) +c1+c2

(tρaρ)

ρ , (13)

for some c1, c2∈ R.

ApplyingρIβ

a+to both sides of Equation (13), the general solution of the Langevin equation in (11)

is found to be: x(t) =ρIα+β a+ h(t) −λρI β a+x(t) +c1 (tρaρ)β ρβΓ(β+1) +c2 (tρaρ)β+1 ρβ+1Γ(β+2) +c3, (14) where c3∈ R.

Using the condition x(a) =0 in (14), we find that c3=0. Inserting the value of c3in (14) and then

applying the operatorρIγ

a+on the resulting equation, we get:

ρIγ ax(t) =ρIa+α+β+γh(t) −λρI β+γ a+ x(t) +c1 (tρaρ)β+γ ρβ+γΓ(β+γ+1) +c2 (tρaρ)β+γ+1 ρβ+γ+1Γ(β+γ+2). (15)

Using the boundary conditions x(η) =0 and x(T) =µρIa+γ x(ξ)together with (14) and (15) leads

to a system of algebraic equations in c1and c2, which, upon solving, yields:

c1 = ρβΓ(β+1) Ω(ηρ−aρ)β n(ηρ−aρ)β+1 ρβ+1Γ(β+2)  ρIα+β a+ h(T) −λρIa+β x(T) −µρIα+β+γh(ξ) +µλρIβ+γx(ξ)  −(T ρaρ)β+1 ρβ+1Γ(β+2)− µ(ξρ−aρ)β+γ+1 ρβ+γ+1Γ(β+γ+2)  ρIα+β a+ h(η) −λρIa+β x(η) o , c2 = − ρβΓ(β+1) Ω(ηρ−aρ)β n(ηρ−aρ)β ρβΓ(β+1)  ρIα+β a+ h(T) −λρIa+β x(T) −µρIα+β+γh(ξ) +µλρIβ+γx(ξ)  −(T ρaρ)β ρβΓ(β+1)− µ(ξρ−aρ)β+γ ρβ+γΓ(β+γ+1)  ρIα+β a+ h(η) −λρI β a+x(η) o .

Inserting the values of c1, c2and c3in (13) yields the solution (12). The converse of the Lemma2,

can be obtained by direct computation. This finishes the proof.

3. Existence and Uniqueness Results

In view of Lemma2, we introduce an operatorF :C → Cby:

F (x)(t) = ρIα+β a+ f(t, x(t)) −λρIa+β x(t) + (tρaρ)β(ηρtρ) ρβ+1Γ(β+2)Ω n ρIα+β a+ f(T, x(T)) −λρIa+β x(T) − µρIa+α+β+γf(ξ, x(ξ)) +µλρIa+β+γx(ξ) o − (t ρaρ)β Ω(ηρ−aρ)β h(Tρ−aρ)β(Tρ−tρ) ρβ+1Γ(β+2) − µ(ξρ−aρ)β+γ[(β+1)(ξρ−tρ) −γ(tρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) in ρIα+β a+ f(η, x(η)) −λρI β a+x(η) o . (16)

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Mathematics 2019, 7, 533 5 of 10

Here,Cdenotes the Banach space of all continuous functions from[a, T]toRequipped with the normkxk =supt∈[a,T]|x(t)|.

For the sake of computational convenience, we set:

Λ1 = (Tρaρ)α+β ρα+βΓ(α+β+1) h 1+ ζ1 ρβ+1Γ(β+2)|Ω| i + |µ|(ξ ρaρ)α+β+γζ 1 ρα+2β+γ+1Γ(α+β+γ+1)Γ(β+2)|Ω| + (η ρaρ)αζ 2 ρα+βΓ(α+β+1)|Ω|, (17) Λ2 = |λ|(Tρ−aρ)β ρβΓ(β+1) h 1+ ζ1 ρβ+1Γ(β+2)|Ω| i + |µ||λ|(ξ ρaρ)β+γζ 1 ρ2β+γ+1Γ(β+γ+1)Γ(β+2)|Ω| + |λ|ζ2 ρβΓ(β+1)|Ω|, (18) where: ζ1:= max t∈[a,T] (t ρaρ)β(ηρtρ) , (19) ζ2:= max t∈[a,T] (t ρaρ)βh(Tρ−aρ)β(Tρ−tρ) ρβ+1Γ(β+2) −µ(ξρ−aρ)β+γ[(β+1)(ξρ−tρ) −γ(tρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) i . (20)

Now, we are in a position to present our main results. Our first existence result for the problem (1) is based on Krasnoselskii’s fixed point theorem [25], which is stated below.

Lemma 3. (Krasnoselskii’s fixed point theorem) LetS be a closed convex and non-empty subset of a Banach space E. LetG1,G2be the operators fromS to E such that(a) G1x+ G2y ∈ Swhenever u, v∈ S;(b) G1is

compact and continuous; and(c) G2is a contraction mapping. Then, there exists a fixed point ω∈ Ssuch that

ω= G1ω+ G2ω.

Theorem 1. Let f : J× R → Rbe a continuous function such that the following condition holds: (A1) There exists a continuous function φ∈C([a, T],R+)such that:

|f(t, u)| ≤φ(t), ∀(t, u) ∈J× R.

Then, the problem (1) has at least one solution on J, provided that:

Λ2<1. (21)

Proof. Introduce a closed ball Br= {x ∈ C:kxk ≤r}, with r> kφkΛ1−Λ21,kφk =supt∈[a,T]|φ(t)|, where

Λ2is given by (18). Then, we define operatorsF1andF2from Br toCby:

F1(x)(t) = ρIα+β a+ f(t, x(t)) + (tρaρ)β(ηρtρ) ρβ+1Γ(β+2)Ω n ρIα+β a+ f(T, x(T)) −µρI α+β+γ a+ f(ξ, x(ξ)) o − (tρ−aρ)β Ω(ηρ−aρ)β h(Tρ−aρ)β(Tρ−tρ) ρβ+1Γ(β+2) −µ(ξρ−aρ)β+γ[(β+1)(ξρ−tρ) −γ(tρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) i ×ρIα+β a+ f(η, x(η)), F2(x)(t) = −λρIa+β x(t) − (t ρaρ)β(ηρtρ) ρβ+1Γ(β+2)Ω n λρIa+β x(T) −µλρIa+β+γx(ξ) o + λ(t ρaρ)β Ω(ηρ−aρ)β × ×h(Tρ−aρ)β(Tρ−tρ) ρβ+1Γ(β+2) −µ(ξρ−aρ)β+γ[(β+1)(ξρ−tρ) −γ(tρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) i ρIβ a+x(η).

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Note thatF = F1+ F2on Br. For x, y∈Br, we find that: kF1x+ F2yk ≤ sup t∈J n ρIα+β a+ |f(t, x(t))| + |λ|ρI β a+|y(t)| +(t ρaρ)β|(ηρtρ)| ρβ+1Γ(β+2)|Ω| n ρIα+β a+ |f(T, x(T))| + |λ|ρI β a+|y(T)| +|µ|ρIα+β+γa+ |f(ξ, x(ξ))| + |µ||λ|ρIa+β+γ|x(ξ)| o + (t ρaρ)β |Ω|(ηρ−aρ)β (Tρaρ)β(Tρtρ) ρβ+1Γ(β+2) −µ(ξρ−aρ)β+γ[(β+1)(ξρ−tρ) −γ(tρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) n ρIα+β a+ |f(η, x(η))| + |λ|ρI β a+|y(η)| o ≤ kφk ( (Tρaρ)α+β ρα+βΓ(α+β+1) h 1+ ζ1 ρβ+1Γ(β+2)|Ω| i + |µ|(ξ ρaρ)α+β+γζ 1 ρα+2β+γ+1Γ(α+β+γ+1)Γ(β+2)|Ω| + (η ρaρ)αζ 2 ρα+βΓ(α+β+1)|Ω| ) + kxkn|λ|(Tρ−aρ)β ρβΓ(β+1) h 1+ ζ1 ρβ+1Γ(β+2)|Ω| i + |µ||λ|(ξ ρaρ)β+γζ 1 ρ2β+γ+1Γ(β+γ+1)Γ(β+2)|Ω|+ |λ|ζ2 ρβΓ(β+1)|Ω| ) ≤ kφkΛ1+rΛ2<r. Thus,F1x+ F2y∈Br.

Next, it will be shown thatF2is a contraction. For that, let x, y∈ C. Then:

kF2x− F2yk ≤ sup t∈J ( |λ|ρIa+β |x(t) −y(t)| +|(t ρaρ)β(ηρtρ)| ρβ+1Γ(β+2)|Ω| × ×n|λ|ρIa+β |x(T) −y(T)| + |µ||λ|ρIa+β+γ|x(ξ) −y(ξ)| o +|λ||(t ρaρ)β| |Ω|(ηρ−aρ)β (Tρaρ)β(Tρtρ) ρβ+1Γ(β+2) − µ(ξρ−aρ)β+γ[(β+1)(ξρ−tρ) −γ(tρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) × ×ρIβ a+|x(η) −y(η)| ) ≤ n|λ|(Tρ−aρ)β ρβΓ(β+1) h 1+ ζ1 ρβ+1Γ(β+2)|Ω| i + |µ||λ|(ξ ρaρ)β+γζ 1 ρ2β+γ+1Γ(β+γ+1)Γ(β+2)|Ω| + |λ|ζ2 ρβΓ(β+1)|Ω| o kx−yk = Λ2kx−yk,

which, by the condition (21), implies thatF2is a contraction. The continuity of the operatorF1follows

from that of f . Furthermore,F1is uniformly bounded on Bras:

kF1xk ≤ kφkΛ1.

Finally, we establish the compactness of the operatorF1. Let us set sup(t,x)∈J×Br|f(t, x)| = ¯f<∞.

Then, for t1, t2∈ J, t1<t2, we have:

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Mathematics 2019, 7, 533 7 of 10 = ρ1−(α+β) Γ(α+β) hZ t1 0 s ρ−1[(tρ 2−sρ)α+β−1− (t ρ 1−sρ)α+β−1]f(s, x(s))ds + Z t2 t1 sρ−1(tρ 2−sρ)α+β−1f(s, x(s))ds i +h(t ρ 2−aρ)β(ηρ−t ρ 2) ρβ+1Γ(β+2)Ω − (tρ1−aρ)β(ηρtρ 1) ρβ+1Γ(β+2)Ω in ρIα+β a+ f(T, x(T)) −µρI α+β+γ a+ f(ξ, x(ξ)) o −h (t ρ 2−aρ)β Ω(ηρ−aρ)β h(Tρ−aρ)β(Tρ−tρ 2) ρβ+1Γ(β+2) − µ(ξρ−aρ)β+γ[(β+1)(ξρ−tρ2) −γ(tρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) i − (t ρ 1−aρ)β Ω(ηρ−aρ)β h(Tρ−aρ)β(Tρ−tρ 1) ρβ+1Γ(β+2) − µ(ξρ−aρ)β+γ[(β+1)(ξρ−tρ1) −γ(tρ1−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) ii × ×ρIα+β a+ f(η, x(η)) ≤ ¯f ρα+βΓ(α+β+1) n |tρ(α+β)2 −tρ(α+β)1 | +2(tρ2−tρ1)α+βo + (tρ2−aρ)β(ηρtρ 2) ρβ+1Γ(β+2)Ω −(t ρ 1−aρ)β(ηρ−t ρ 1) ρβ+1Γ(β+2)Ω n ρIα+β a+ |f(T, x(T))| +µρI α+β+γ a+ |f(ξ, x(ξ))| o + (tρ2−aρ)β Ω(ηρ−aρ)β h(Tρ−aρ)β(Tρ−tρ 2) ρβ+1Γ(β+2) −µ(ξ ρaρ)β+γ[(β+1)(ξρtρ 2) −γ(t ρ 2−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) i − (t ρ 1−aρ)β Ω(ηρ−aρ)β h(Tρ−aρ)β(Tρ−tρ 1) ρβ+1Γ(β+2) − µ(ξ ρaρ)β+γ[(β+1)(ξρtρ 1) −γ(t ρ 1−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) i × ×ρIα+β a+ |f(η, x(η))|,

which tends to zero as t2→t1, independently of x∈ Br. Thus,F1is equicontinuous. Therefore,F1is

relatively compact on Br. As a consequence, we deduce by the the Arzelá–Ascoli theorem thatF1is

compact on Br. Thus, the hypothesis of Lemma3is satisfied. Therefore, the conclusion of Lemma3

applies, and hence, there exists at least one solution for the problem (1) on J.

In the next result, the uniqueness of solutions for the problem (1) is shown by means of the Banach contraction mapping principle.

Theorem 2. Let f : J× R → Rbe a continuous function satisfying the Lipschitz condition: (A2)

|f(t, u) −f(t, v)| ≤L|u−v|, L>0, /, for t∈ J and every u, v∈ R. Then, there exists a unique solution for the problem (1) on[a, T], provided that:

LΛ1+Λ2<1, (22)

whereΛ1andΛ2are respectively given by (17) and (18).

Proof. In the first step, we show thatFB¯r ⊂ B¯r, where B¯r = {x ∈ C([a, T],R) : kxk ≤ ¯r}, M = supt∈[a,T]|f(t, 0)|, ¯r≥ Λ1M

1−LΛ1−Λ2, and the operatorF :C → Cis given by (16). For x∈ B¯r, using(A2),

we get: |F (x)(t)| ≤ ρIα+β a+ [|f(t, x(t)) −f(t, 0)| + |f(t, 0)|] + |λ|ρI β a+|x(t)| +(t ρaρ)β|(ηρtρ)| ρβ+1Γ(β+2)|Ω| n ρIα+β a+ [|f(T, x(T)) −f(T, 0)| + |f(T, 0)|] + |λ|ρIa+β |x(T)| +|µ|ρIa+α+β+γ[|f(ξ, x(ξ)) −f(ξ, 0)| + |f(ξ, 0)|] + |µ||λ|ρIa+β+γ|x(ξ)| o

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+ (t ρaρ)β |Ω|(ηρ−aρ)β (Tρaρ)β(Tρtρ) ρβ+1Γ(β+2) −µ(ξ ρaρ)β+γ[( β+1)(ξρ−tρ) −γ(tρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) ×nρIα+β a+ [|f(η, x(η)) −f(η, 0)| + |f(η, 0)|] + |λ|ρI β a+|x(η)| o ≤ (L¯r+M) (T ρaρ)α+β ρα+βΓ(α+β+1) h 1+ ζ1 ρβ+1Γ(β+2)|Ω| i + |µ|(ξ ρaρ)α+β+γζ 1 ρα+2β+γ+1Γ(α+β+γ+1)Γ(β+2)|Ω| + (η ρaρ)αζ 2 ρα+βΓ(α+β+1)|Ω|  +¯r|λ|(T ρaρ)β ρβΓ(β+1) h 1+ ζ1 ρβ+1Γ(β+2)|Ω| i + |µ||λ|(ξ ρaρ)β+γζ 1 ρ2β+γ+1Γ(β+γ+1)Γ(β+2)|Ω| + |λ|ζ2 ρβΓ(β+1)|Ω|  = (L¯r+M)Λ12¯r≤¯r,

which, on taking the norm for t ∈ [a, T], implies thatkF (x)k ≤ ¯r. Thus, the operatorF maps B¯r

into itself. Now, we proceed to prove that the operatorF is a contraction. For x, y∈C([a, T],R)and t∈ [a, T], we have: |F (x)(t) − F (y)(t)| ≤ ρIα+β a+ |f(t, x(t)) −f(t, y(t))| + |λ|ρI β a+|x(t) −y(t)| +(t ρaρ)β|(ηρtρ)| ρβ+1Γ(β+2)|Ω| n ρIα+β a+ |f(T, x(T)) −f(T, y(T))| + |λ|ρIa+β |x(T) −y(T)| +|µ|ρIa+α+β+γ|f(ξ, x(ξ)) −f(ξ, y(ξ))| + |µ||λ|ρIa+β+γ|x(ξ) −y(ξ)| o + (t ρaρ)β |Ω|(ηρ−aρ)β (Tρaρ)β(Tρtρ) ρβ+1Γ(β+2) − µ(ξρ−aρ)β+γ[(β+1)(ξρ−tρ) −γ(tρ−aρ)] ρβ+γ+1Γ(β+γ+2)(β+1) × ×nρIα+β a+ |f(η, x(η)) −f(η, y(η))| + |λ|ρIa+β |x(η) −y(η)| o ≤ Lkx−yk (T ρaρ)α+β ρα+βΓ(α+β+1) h 1+ ζ1 ρβ+1Γ(β+2)|Ω| i + |µ|(ξ ρaρ)α+β+γζ 1 ρα+2β+γ+1Γ(α+β+γ+1)Γ(β+2)|Ω| + (η ρaρ)αζ 2 ρα+βΓ(α+β+1)|Ω|  + kx−yk|λ|(T ρaρ)β ρβΓ(β+1) h 1+ ζ1 ρβ+1Γ(β+2)|Ω| i + |µ||λ|(ξ ρaρ)β+γζ 1 ρ2β+γ+1Γ(β+γ+1)Γ(β+2)|Ω| + |λ|ζ2 ρβΓ(β+1)|Ω|  = (LΛ12)kx−yk.

Taking the norm of the above inequality for t∈ [a, T], we get: kF (x) − F (y)k ≤ (LΛ1+Λ2)kx−yk,

which implies that the operatorFis a contraction on account of the condition (22). Thus, we deduce by the Banach contraction mapping principle that the operatorF has a unique fixed point. Hence, there exists a unique solution for the problem (1). The proof is complete.

Example 1. Let us consider the following boundary value problem:

     1/3 c D5/4  1/3 c D1/4+1/5  x(t) = √ 1 400+t |x(t)| +2 |x(t)| +1 +e −t , t∈ J := [1, 2], x(1) =0, x(3/2) =0, x(2) =2/71/3I3/4x(7/4). (23)

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Mathematics 2019, 7, 533 9 of 10 Here, ρ = 1/3, α = 5/4, β = 1/4, γ = 3/4, λ = 1/5, µ = 2/7, a = 1, η = 3/2, ξ = 7/4, T = 2 and f(t, x) = √ 1 400+t |x|+2 |x|+1 +e−t 

. Using the given data, we find that |Ω| ≈ 0.293634,Λ1 ≈

1.336009,Λ2≈0.673563, ζ1≈0.082260, ζ2≈0.232036, whereΩ, Λ1,Λ2, ζ1, and ζ2are given by (10),

(17), (18), (19) and (20) respectively.

For illustrating Theorem1, we show that all the conditions of Theorem1are satisfied. Clearly, f(t, x) is continuous and satisfies the condition (A1) with φ(t) = 2+e

−t

400+t. Furthermore, Λ2 ≈

0.673563<1. Thus, all the conditions of Theorem1are satisfied, and consequently, the problem (23) has at least one solution on[1, 2].

Furthermore, Theorem2 is applicable to the problem (23) with L = 1/20 as LΛ1+Λ2 ≈

0.740363 < 1. Thus, all the assumptions of Theorem2are satisfied. Therefore, the conclusion of Theorem2applies to the problem (23) on[1, 2].

4. Conclusions

We have introduced a new type of nonlinear Langevin equation in terms of Liouville-Caputo-type generalized fractional differential operators of different orders and solved it with nonlocal generalized integral boundary conditions. The existence result was obtained by applying the Krasnoselskii fixed point theorem without requiring the nonlinear function to be of the Lipschitz type, while the uniqueness of solutions for the given problem was based on a celebrated fixed point theorem due to Banach. Here, we remark that many known existence results, obtained by means of the Krasnoselskii fixed point theorem, demand the associated nonlinear function to satisfy the Lipschitz condition. Moreover, by fixing the parameters involved in the given problem, we can obtain some new results as special cases of the ones presented in this paper. For example, letting ρ=1, µ=0, a=0 and T=1 in the results of Section3, we get the ones derived in [15].

Author Contributions:Formal analysis, B.A., M.A., A.A., H.M.S. and S.K.N.

Funding:This project was funded by the Deanship of Scientific Research (DSR), King Abdulaziz University, Jeddah, Saudi Arabia, under Grant No. KEP-PhD-24-130-40. The authors acknowledge with thanks the DSR’s technical and financial support. The authors also acknowledge the reviewers for their constructive remarks on our work.

Conflicts of Interest:The authors declare no conflict of interest. References

1. Zaslavsky, G.M. Hamiltonian Chaos and Fractional Dynamics; Oxford University Press: Oxford, UK, 2005. 2. Magin, R.L. Fractional Calculus in Bioengineering; Begell House Publishers: Danbury, CT, USA, 2006.

3. Kilbas, A.A.; Srivastava, H.M.; Trujillo, J.J. Theory and Applications of Fractional Differential Equations; North-Holland Mathematics Studies, 204; Elsevier Science B.V.: Amsterdam, The Netherlands, 2006.

4. Diethelm, K. The Analysis of Fractional Differential Equations. An Application-Oriented Exposition Using Differential Operators of Liouville-Caputo Type. Lecture Notes in Mathematics 2004; Springer: Berlin, Germany, 2010. 5. Javidi, M.; Ahmad, B. Dynamic analysis of time fractional order toxic

phytoplankton-zooplankton system. Ecol. Model. 2015, 318, 8–18. [CrossRef]

6. Fallahgoul, H.A.; Focardi, S.M.; Fabozzi, F.J. Fractional Calculus and Fractional Processes with Applications to Financial Economics. Theory and Application; Elsevier/Academic Press: London, UK, 2017.

7. Ahmad, B.; Alsaedi, A.; Ntouyas, S.K.; Tariboon, J. Hadamard-Type Fractional Differential Equations, Inclusions and Inequalities; Springer: Cham, Switzerland, 2017.

8. West, B.J.; Picozzi, S. Fractional Langevin model of memory in financial time series. Phys. Rev. E 2002, 65, 037106. [CrossRef] [PubMed]

9. Vinales, A.D.; Desposito, M.A. Anomalous diffusion: Exact solution of the generalized Langevin equation for harmonically bounded particle. Phys. Rev. E 2006, 73, 016111. [CrossRef] [PubMed]

10. Hohenberg, P.C.; Halperin, B.I. Theory of dynamic critical phenomena. Rev. Mod. Phys. 1977, 49, 435–479.

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11. Metiu, H.; Schon, G. Description of Quantum noise by a Langevin equation. Phys. Rev. Lett. 1984, 53, 13.

[CrossRef]

12. Datsko, B.; Gafiychuk, V. Complex nonlinear dynamics in subdiffusive activator–inhibitor systems. Commun. Nonlinear Sci. Numer. Simul. 2012, 17, 1673–1680. [CrossRef]

13. Datsko, B.; Gafiychuk, V. Complex spatio-temporal solutions in fractional reaction-diffusion systems near a bifurcation point. Fract. Calc. Appl. Anal. 2018, 21, 237–253. [CrossRef]

14. Fa, K.S. Fractional Langevin equation and Riemann–Liouville fractional derivative. Eur. Phys. J. E 2007, 24, 139–143.

15. Ahmad, B.; Nieto, J.J.; Alsaedi, A.; El-Shahed, M. A study of nonlinear Langevin equation involving two fractional orders in different intervals. Nonlinear Anal. Real World Appl. 2012, 13, 599–606. [CrossRef] 16. Wang, G.; Zhang, L.; Song, G. Boundary value problem of a nonlinear Langevin equation with two different

fractional orders and impulses. Fixed Point Theory Appl. 2012, 2012, 200. [CrossRef]

17. Ahmad, B.; Ntouyas, S.K. New existence results for differential inclusions involving Langevin equation with two indices. J. Nonlinear Convex Anal. 2013, 14, 437–450.

18. Muensawat, T.; Ntouyas, S.K.; Tariboon, J. Systems of generalized Sturm-Liouville and Langevin fractional differential equations. Adv. Differ. Equ. 2017, 2017, 63. [CrossRef]

19. Fazli, H.; Nieto, J.J. Fractional Langevin equation with anti-periodic boundary conditions. Chaos Solitons Fractals 2018, 114, 332–337. [CrossRef]

20. Ahmad, B.; Alsaedi, A.; Salem, S. On a nonlocal integral boundary value problem of nonlinear Langevin equation with different fractional orders. Adv. Differ. Equ. 2019, 2019, 57. [CrossRef]

21. Laskin, N. Fractional quantum mechanics and Levy path integrals. Phys. Lett. A 2000, 268, 298–305. [CrossRef] 22. Katugampola, U.N. New Approach to a generalized fractional integral. Appl. Math. Comput. 2015, 218,

860–865. [CrossRef]

23. Katugampola, U.N. A new approach to generalized fractional derivatives. Bull. Math. Anal. Appl. 2014, 6, 1–15.

24. Jarad, F.; Abdeljawad, T.; Baleanu, D. On the generalized fractional derivatives and their Caputo modification. J. Nonlinear Sci. Appl. 2017, 10, 2607–2619. [CrossRef]

25. Krasnoselskii, M.A. Two remarks on the method of successive approximations. Uspekhi Matematicheskikh Nauk 1955, 10, 123–127.

c

2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).

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